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KDD
1997
ACM
184views Data Mining» more  KDD 1997»
14 years 2 months ago
JAM: Java Agents for Meta-Learning over Distributed Databases
In this paper, we describe the JAM system, a distributed, scalable and portable agent-based data mining system that employs a general approach to scaling data mining applications ...
Salvatore J. Stolfo, Andreas L. Prodromidis, Shell...
CVPR
2005
IEEE
15 years 20 days ago
Generative versus Discriminative Methods for Object Recognition
Many approaches to object recognition are founded on probability theory, and can be broadly characterized as either generative or discriminative according to whether or not the di...
Ilkay Ulusoy, Christopher M. Bishop
CLOR
2006
14 years 2 months ago
Comparison of Generative and Discriminative Techniques for Object Detection and Classification
Many approaches to object recognition are founded on probability theory, and can be broadly characterized as either generative or discriminative according to whether or not the dis...
Ilkay Ulusoy, Christopher M. Bishop
COLT
2006
Springer
14 years 2 months ago
Discriminative Learning Can Succeed Where Generative Learning Fails
Generative algorithms for learning classifiers use training data to separately estimate a probability model for each class. New items are classified by comparing their probabiliti...
Philip M. Long, Rocco A. Servedio
HICSS
2007
IEEE
112views Biometrics» more  HICSS 2007»
14 years 5 months ago
The Next Generation of Monitoring and Control Systems Using Synchronized Sampling Technology and Multifunctional IEDs
This paper discusses implementation of the next generation solution for power system control and monitoring. The new design is based on the use of synchronized sampling technology...
Mladen Kezunovic